Commit Graph
665 Commits
Author SHA1 Message Date
Chris CoutinhoandClaude Opus 4.8 6589e8e7fc fix(review): require graphics_limit>=1, type _index_document, cover rlimit branch
Address PR #852 round 2:

- config: DOCUMENT_PDF_GRAPHICS_LIMIT validator is now gte=1 (pymupdf4llm treats
  0 as "no cap", which would re-expose the OOM); documented the zero semantics
  and that the per-worker mem rlimit needs a pod restart to change.
- processor: annotate `_index_document -> bool | None` and document the contract
  so the `if indexed is False` check is explicit/type-checkable.
- tests: add the RLIM_INFINITY-hard branch assertion for _apply_mem_limit
  (soft==target, hard stays unbounded).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 22:32:34 +02:00
Chris CoutinhoandClaude Opus 4.8 7ec116a3c7 fix(review): close doc via try/finally; don't count parse failures as indexed
Address PR #852 review:

- pymupdf.py: the metadata `doc` was only closed on the PdfParseFailed and
  success paths, so a failure in `_extract_metadata`/`mkdir`/`get_settings`
  leaked it. `doc` is only needed for metadata + page_count (the heavy parse
  works from `content` bytes in the worker), so open it, read metadata, and
  close it immediately under try/finally; drop the two later doc.close() calls.

- processor.py: a permanent parse failure early-returned from `_index_document`,
  after which `process_document` still recorded record_qdrant_operation("upsert",
  "success") + record_vector_sync_processing(success) -- counting an OOM/timeout
  bomb as astrolabe_documents_indexed_total{status="success"}. `_index_document`
  now returns False on that path and the caller skips the success metrics (the
  failure is already recorded via document_parse_failed_total + the registry's
  document_parse_total{error}).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 22:32:34 +02:00
Chris CoutinhoandClaude Opus 4.8 7db8d3e301 fix: isolate PDF parse in a subprocess so a bad file can't OOM the pod
The document processor crash-looped on one pathological PDF: pymupdf4llm's
table/graphics detection over a page with ~1M vector path items ballooned past
the 2 GiB pod limit. The parse ran in a thread, so nothing could interrupt or
memory-bound it -- a single bad file OOM-killed the whole pod.

Run the parse in an isolated worker subprocess (anyio.to_process, cancellable)
with an RLIMIT_AS memory cap and a wall-clock timeout, so a pathological file
fails THAT document instead of the pod (new document_processors/_isolation.py).
Also pass graphics_limit (default 5000) to to_markdown -- validated to cut the
known trigger page from 112 s to 23 s with bounded memory.

On a permanent parse failure the processor returns success=False (instead of
raising, which would retry 3x); vector/processor.py marks the placeholder
"failed" and skips indexing, and the scanner stops re-queuing failed placeholders
until the file changes -- so a doomed file no longer churns.

New per-tenant (per-pod env) settings: DOCUMENT_PDF_GRAPHICS_LIMIT,
DOCUMENT_PARSE_TIMEOUT_SECONDS, DOCUMENT_PARSE_MEM_LIMIT_MB. New metric
astrolabe_document_parse_failed_total{reason=timeout|oom|error} surfaces hard
failures that previously killed the process before any except ran.

First PR of the tiered document-processor effort (Deck #199); tier 0/1/3
pipeline tracked separately.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 22:32:34 +02:00
Chris CoutinhoandClaude Opus 4.8 1f8b3ba95e fix: resolve startup NameError in vector-sync metrics task
The Starlette lifespan started `vector_sync_metrics_task` with undefined
names `task_producer` and `receive_stream`. Those locals only exist inside
the `_wire_vector_sync_state` helper; in the lifespan the transport is bound
as `ingest_transport`. The undefined reference raised `NameError`, which
aborted the background-sync task group and crashed startup in every
deployment mode ("Application startup failed. Exiting.").

Introduced by fbe70ecd ("feat: backend-agnostic vector-sync gauges").

Pass `ingest_transport.producer` / `ingest_transport.receive_stream` at both
call sites (single-user app.py:1791, OAuth/login-flow app.py:2012).

Also fix 10 pre-existing `ty` possibly-missing-attribute diagnostics: the
deck indexing code in scanner.py, processor.py and search/context.py reads
full-DeckCard-only fields (description, type, owner, etag, lastModified) off
`stack.cards`, typed `list[DeckCard | DeckCardSummary]`. Freshly-fetched
stacks from `get_stacks()` always hold full DeckCards (the summary
projection only happens in the tool layer), so narrow with
`cast(list[DeckCard], ...)` — matching the existing pattern in
server/deck.py.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 22:10:40 +02:00
Chris CoutinhoandGitHub d95ed7be68 Merge pull request #850 from cbcoutinho/feat/ingest-pending-documents-metric
feat: backend-agnostic vector-sync gauges (pending / documents / chunks)
2026-06-04 21:27:18 +02:00
Chris CoutinhoandClaude Opus 4.8 bf84db35b4 refactor: address PR #851 review round 5 (ingest transport)
- _clear_vector_sync_state also nulls shutdown_event / scanner_wake_event on
  shutdown, symmetric with the stream/producer fields (the next startup rebinds
  them via _wire_vector_sync_state).
- Comment that the "DocumentTask" string subscript in LocalTransport is
  intentional (TYPE_CHECKING-only class; anyio ignores the runtime type arg).
- Move app.py's annotation-only IngestTransport / TaskProducer imports under
  TYPE_CHECKING (the module uses `from __future__ import annotations`), keeping
  only build_transport at runtime.

Refs: Deck #196

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 20:49:17 +02:00
Chris CoutinhoandClaude Opus 4.8 c4401af9c6 refactor: address PR #851 review round 4 (ingest transport)
- Clear the module-singleton ingest references (task_producer,
  document_send_stream, document_receive_stream) on lifespan shutdown via a new
  _clear_vector_sync_state() helper, mirroring the eviction_task_group cleanup.
  Defense-in-depth so a late webhook (or a module-singleton integration test)
  can't touch a producer/stream backed by an already-closed resource.
- Add IngestTransport.backend_name ("memory"/"postgres") and use it in both
  lifespan log lines, removing the last settings.ingest_queue read from the
  background-sync setup — the lifespan no longer inspects the backend at all.
- Cover backend_name in the build_transport adapter-selection tests.

Refs: Deck #196

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 20:42:57 +02:00
Chris CoutinhoandClaude Opus 4.8 c0c52c1b34 refactor: address PR #851 review round 3 (ingest transport)
- LocalTransport.run_consumers increments active_consumer_count per worker
  (instead of once after the loop) so the count is accurate if a later
  tg.start() raises mid-pool.
- Add LocalTransport.aclose() to explicitly close its owned send/receive stream
  ends (belt-and-suspenders against unclosed-resource warnings; anyio aclose is
  idempotent, and by shutdown the scanner is already winding down). Reworded the
  base IngestTransport.aclose() docstring to point at the overrides.
- Inline ingest_transport.producer at the scanner/user_manager call sites,
  dropping the single-use task_producer alias in both lifespan paths.
- Annotate DistributedTransport._producer explicitly as ProcrastinateTaskProducer
  so the drain() coupling is visible and ty catches drift.
- Add a unit test for LocalTransport.aclose() (closes the owned streams,
  idempotent).

Refs: Deck #196

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 20:36:58 +02:00
Chris CoutinhoandClaude Opus 4.8 e4d81d47d9 feat: harmonize MCP tool + userinfo page to documents/chunks model
Extend the documents-vs-chunks split to the remaining status surfaces so all
three report consistently (Deck #195):

- nc_get_vector_sync_status MCP tool + VectorSyncStatusResponse: add
  indexed_documents (distinct) and indexed_chunks; keep indexed_count as a
  deprecated alias of indexed_chunks. Reuses count_indexed.
- userinfo HTML page (/app/vector-sync/status): show Indexed Documents AND
  Indexed Chunks rows; switch its count to count_indexed (which also excludes
  placeholder points — the old raw count included them).
- /api/v1/vector-sync/status: restore indexed_count as a deprecated alias of
  indexed_chunks so existing consumers (integration tests, pre-#115 UI) keep
  working; the change is now purely additive for indexed_count.

Tests: VectorSyncStatusResponse documents/chunks/alias + zeroed defaults.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 20:28:44 +02:00
Chris CoutinhoandClaude Opus 4.8 2179e9ddb0 refactor: address PR #851 review round 2 (ingest transport)
- Rename the lifespan-local `transport` to `ingest_transport` in both paths so it
  no longer shadows the get_app(transport=...) HTTP-transport parameter.
- Log the memory backend selection in build_transport, symmetric with the
  postgres branch, so startup logs name the chosen ingest backend either way.
- Note in _wire_vector_sync_state why eviction_task_group is intentionally not
  set there (it only exists once the lifespan's task group is running).

Refs: Deck #196

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 20:27:40 +02:00
Chris CoutinhoandClaude Opus 4.8 655d608fb7 refactor: address PR #851 review round 1 (ingest transport)
- Add IngestTransport.active_consumer_count (0 by default; LocalTransport stores
  the started count) so app.py logs the worker count without re-checking
  INGEST_QUEUE — the last backend-knowledge leak in the lifespan is gone.
- Document that DistributedTransport is postgres/procrastinate-specific by design
  (aclose() calls ProcrastinateTaskProducer.drain()); other distributed backends
  would be separate IngestTransport subclasses.
- Clarify the _wire_vector_sync_state log line (writes app.state + singleton, not
  only the singleton).
- Strengthen the LocalTransport test: assert active_consumer_count transitions
  0→N and that each worker receives a distinct cloned receive stream.

Refs: Deck #196

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 20:07:19 +02:00
Chris CoutinhoandClaude Opus 4.8 8c9f97d6c4 docs: clarify postgres-mode None + test exact=True default (review #850)
- Note at both metrics-task call sites that receive_stream is None in postgres
  mode (get_ingest_pending falls back to procrastinate counts).
- Add test_default_is_exact_true covering the status-endpoint count path.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 19:47:29 +02:00
Chris CoutinhoandClaude Opus 4.8 e7bcdb1950 feat: add IngestTransport port for local/distributed ingest backends
Finish the hexagonal ports-&-adapters split started in #183. The producer side
already had a TaskProducer port + adapters, but the consumer side was
unabstracted and the INGEST_QUEUE selection leaked into a duplicated
`if use_postgres:` branch across both app.py lifespan paths.

Introduce an IngestTransport ABC (vector/queue/transport.py) that bundles the
producer with running (or not running) the in-process consumer pool, built by a
single build_transport() factory:

- LocalTransport (INGEST_QUEUE=memory): in-process anyio stream drained by an
  N-worker pool that run_consumers starts.
- DistributedTransport (INGEST_QUEUE=postgres): wraps ProcrastinateTaskProducer;
  run_consumers is a no-op because the consumer is the external `worker` role.

Both lifespan paths now call build_transport + _wire_vector_sync_state (new
helper that centralizes the app.state / module-singleton / browser-app writes) +
transport.run_consumers + transport.aclose(), with no INGEST_QUEUE branching and
no getattr drain probe. Adding a future backend (Redis/NATS/SQS) is one new
adapter + one build_transport arm, with no app.py or scanner change.

Preserves the single-tenant parallelism invariant (one shared multiplexed queue
+ N-worker pool, per-document not per-user dispatch) and documents it in
ADR-028. The worker CLI is unchanged (it is the external consumer).

Refs: Deck #196 (Deck #197 tracks the explicit parallelism regression test)

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 19:43:31 +02:00
Chris CoutinhoandClaude Opus 4.8 fc3e0f28f6 fix: add metrics-interval validator + type/test gaps (review #850)
- Add Validator("VECTOR_SYNC_METRICS_REFRESH_INTERVAL", gte=1) so a 0/negative
  value can't turn the publish loop into a busy-spin.
- Annotate count_indexed's qdrant_client param as AsyncQdrantClient.
- Add tests: exact kwarg is forwarded to qdrant count, and the placeholder
  filter matches False (excludes placeholders) with chunk_index pinned to 0.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 19:39:46 +02:00
Chris CoutinhoandClaude Opus 4.8 fbe70ecd9c feat: backend-agnostic vector-sync gauges (pending/documents/chunks)
The only queue metric, mcp_vector_sync_queue_size, was updated inline by the
single-user consumer (processor_task) but never by the multi-user consumer
(oauth_processor_task). On multi-user tenants (e.g. blackbox-demo, 5 users) the
gauge read 0 for 24h while the live anyio buffer held ~2214 pending documents
(shown by /api/v1/vector-sync/status). The "indexed" figure was also a chunk
count (16039 points ≈ 480 docs) mislabelled as documents.

Publish a consumer-independent snapshot from a periodic task
(vector/metrics_publisher.vector_sync_metrics_task), spawned in BOTH lifespan
task groups (single-user and multi-user) and every queue backend:
- mcp_vector_sync_pending_documents — outstanding work via
  ingest_status.get_ingest_pending() (anyio buffer depth or procrastinate
  todo+doing); also keeps the legacy queue_size gauge meaningful on all paths.
- mcp_vector_sync_indexed_documents — distinct documents, counted exactly and
  cheaply via the one chunk_index=0 point per document (no facet).
- mcp_vector_sync_indexed_chunks — total non-placeholder points.

The /api/v1/vector-sync/status endpoint now returns indexed_documents (distinct
docs) AND indexed_chunks separately, so documents and chunks are no longer
conflated. The publisher uses approximate Qdrant counts (every-N-seconds gauge);
the on-demand endpoint counts exactly. New knob:
VECTOR_SYNC_METRICS_REFRESH_INTERVAL (default 20s). Fail-safe: a metrics refresh
never disturbs ingest.

BREAKING CHANGE: /api/v1/vector-sync/status field `indexed_documents` now holds
the distinct-document count (was the chunk count); the chunk count moved to the
new `indexed_chunks` field. The Astrolabe UI + the nc_get_vector_sync_status MCP
tool / userinfo page are harmonized in a follow-up (Deck #195).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 19:30:10 +02:00
Chris CoutinhoandGitHub a7d043e43c Merge pull request #848 from cbcoutinho/feat/vector-sync-cross-user-dedup
feat: dedup shared-file parsing/embedding across users in vector sync
2026-06-04 17:59:31 +02:00
Chris CoutinhoandClaude Opus 4.8 9452057570 fix(webdav): harden offset/key truthiness and escape SEARCH mime type
Optional review hardening on #849 (non-blocking nits from the approve):

- `_build_search_xml`: emit `<d:firstresult>` on `offset is not None` rather
  than truthiness, so a future explicit offset=0 isn't silently dropped.
- `_key`: key on `file_id is not None` so a (hypothetical) file_id of 0 isn't
  treated as absent and mis-keyed onto path.
- `_type_search_args`: XML-escape the MIME type before interpolating it into
  the SEARCH literal (defense-in-depth for any future user-supplied value),
  with a unit test.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 14:19:30 +02:00
Chris CoutinhoandClaude Opus 4.8 eaa898e6eb fix(webdav): await fallback, guard dedup key, split paging for complexity
Address review on #849:

- Critical: add missing `await` on the exception-path fallback in
  search_files_all -- it returned a coroutine instead of the result list.
  Add unit tests for both the offset-page-raises (fallback) and
  offset-zero-raises (propagate) paths, which previously had no coverage.
- Guard `_key` dedup against items missing both file_id and path (fall back
  to id(item)) so they can't collapse under a shared None key and drop rows.
- Document the offset-ignored discard-and-refetch decision.
- Split the offset paging into `_search_offset_paged` (returns None to signal
  fallback) and share the truncation warning via `_warn_if_truncated`,
  cutting cognitive complexity below the threshold (SonarCloud S3776).
- Make the test side_effect helpers synchronous (SonarCloud S7503).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 13:44:37 +02:00
Chris CoutinhoandClaude Opus 4.8 31eb2d4e74 docs: explain pure-claimer eviction path in scanner (review #848)
Add a comment at the deletion-tracking scroll noting that a user who
gained access to a shared file via the tenant-wide dedup path (without
indexing it) is absent from the user_id-filtered indexed_file_ids, so the
grace-period sweep never enqueues a delete for them — their stale
acl_principals entry is reclaimed lazily by verify-on-read eviction.
Addresses review nit #3.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 13:24:41 +02:00
Chris CoutinhoandClaude Opus 4.8 01cb7cf08c fix: paginate tagged-folder SEARCH so the scanner discovers all files
The vector-sync scanner expanded a tagged folder into its PDF descendants via
`WebdavClient.find_by_type(scope=dir)` with no result limit. A WebDAV SEARCH
with no `<d:nresults>` returns only Nextcloud's default page (~100 on the
affected instance), so large tagged folders were silently truncated and most
documents were never queued for indexing (e.g. a 220-file folder yielded 100).

Add `search_files_all`, which pages the SEARCH to completion. It uses
`<d:firstresult>` offset paging where supported and, because Nextcloud 31
ignores offset (verified against a live instance), detects the repeated page
and falls back to a single bounded fetch with an explicit large `<d:nresults>`.
`find_all_by_type` wraps this and is now used for tagged-folder expansion;
`find_by_type` is unchanged for the interactive MCP tools.

Crossing `WEBDAV_SEARCH_MAX_RESULTS` logs a warning and increments the new
`astrolabe_document_scan_truncated_total` metric, so a coverage cap can never
again hide files silently.

Scope: this fixes discovery only. Cross-user double-processing of identical
shared files (point-ID collisions) is tracked separately.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 13:07:28 +02:00
Chris CoutinhoandClaude Opus 4.8 c3758a0bdf fix: only merge prior acl_principals for files (review #848)
existing_principals() ran for every doc type when seeding acl_principals.
note/news_item/deck_card IDs are per-user (not globally unique) and chunk
point IDs are user-agnostic, so on an ID collision the merge would pull in
another user's principal and cross-surface their content via the
acl_principals search branch. It was also N wasted tenant-wide scrolls on
initial sync for those types. Gate the prior-principal merge on
doc_type == "file" (the only type with cross-user dedup + globally-unique
fileid); other types seed with the indexer only.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 13:02:43 +02:00
Chris CoutinhoandClaude Opus 4.8 1c93e7286d feat: dedup shared-file parsing/embedding across users in vector sync
A file shared across many users — directly, or via a group folder shared
to a group — was parsed and embedded once per user. Chunk point IDs are
user-agnostic (uuid5(tenant_id, doc_id=fileid, chunk_index)), but the
per-user freshness gate filtered Qdrant by user_id, so two readers
ping-ponged: each overwrote the other's points and each kept seeing "not
indexed for me", reprocessing every scan. Production telemetry (note
386945, finding #5) measured identical docs re-processed every few hours
at 7-13s each, with PDF parse ~62% of per-doc cost.

Layer 1 — tenant-wide dedup:
- Thread the scanner's tag-REPORT etag into the file DocumentTask and the
  chunk payload; index `etag` as a KEYWORD field.
- vector/sharing_state.find_indexed_content scrolls tenant-wide (no
  user_id filter) for a non-placeholder point matching
  (doc_id, doc_type, etag), gated on embedding_identity in Python so a
  model switch correctly forces a re-embed.
- Scanner skips enqueue and the processor skips fetch/parse/embed when a
  match exists (cross-worker race-guard before WebDAV read). Dedup is
  fail-safe: a Qdrant error degrades to "process normally".

Layer 2 — observed-access ACL (no admin / GroupFolders API needed):
- Each point carries `acl_principals` = the set of user:<uid> whose
  scanner has observed (hence can read) the file. The per-user tag REPORT
  is the access oracle; group membership/GroupFolders enumeration is
  admin-only and unavailable in multi-user modes.
- build_ownership_filter ORs MatchAny(acl_principals, ["user:<me>"]) so a
  deduplicated shared/group-folder point surfaces to every reader;
  verify-on-read (_verify_files) remains the precise ACL gate.
- Deletion/eviction become "release one user": drop the principal and
  delete the points only when the set empties, so one user untagging a
  shared file doesn't evict it for the others. Legacy points without the
  field keep the original per-user delete.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 12:55:17 +02:00
Chris CoutinhoandClaude Opus 4.8 ad211ee2da fix: make procrastinate ingest queue opt-in (default to in-process anyio)
An unset INGEST_QUEUE auto-derived "postgres" whenever DATABASE_URL was
PostgreSQL, silently starting the procrastinate ingest worker (schema
migration, reclaim cron, deferred jobs) on every Postgres-backed tenant —
even though none had opted into the api/worker split. Observed on
tenant-blackbox-demo (:0.98.0): ~600 "Deferred 1 job" log lines / 24h.

Resolve an unset INGEST_QUEUE to "memory" (the in-process anyio queue)
regardless of the database backend. procrastinate is now strictly opt-in
via an explicit INGEST_QUEUE=postgres; the existing guard still rejects
postgres against a SQLite DATABASE_URL. Docs + unit test updated.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 01:59:24 +02:00
Chris CoutinhoandGitHub 4e983e98f6 Merge pull request #836 from cbcoutinho/feat/183-procrastinate-ingest-queue
feat: replace NATS ingest with procrastinate Postgres queue (#183)
2026-06-03 23:44:06 +02:00
Chris CoutinhoandClaude Opus 4.8 5affbbcaa6 fix: initialize document processors in the ingest worker (PR #836 round-5)
🟡 The `worker` command never called initialize_document_processors(), so a
worker pod with ENABLE_UNSTRUCTURED/TESSERACT/CUSTOM configured silently ran
PyMuPDF-only (only the import-time-registered processor). The always-on API pod
registers them in its lifespan; the worker has its own startup path, so call
initialize_document_processors() there too (before run_worker_async).

🟢 Drop the unused get_database_url monkeypatch in the Postgres integration
fixture (build_app_for_url passes the URL explicitly; only the ssl lookup needs
pinning).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-03 15:52:33 +02:00
Chris CoutinhoandClaude Opus 4.8 704a537847 chore: round-4 polish + standardize on module-level loggers
Round-4 review (non-blocking) items:
- get_procrastinate_conninfo: warn on an empty connect_timeout= value (it falls
  back to the 10s default); preserve an explicit connect_timeout=0.
- Document the _doc_queueing_lock user_id invariant (NC rejects ':' in usernames).
- docs/configuration.md: note that `db downgrade` leaves procrastinate's tables
  in place and how to drop them on a full teardown.
- reclaim_stalled_ingest_jobs: debug heartbeat log when nothing is stalled.
- Drop the redundant list() wrap in the integration stalled-jobs assertion.

Logging pattern: define a module-level `logger = logging.getLogger(__name__)`
and use it instead of function-local or inline getLogger(__name__) calls
(config.py, config_validators.py, tests/.../test_scope_authorization.py). The
test file's dev-only `scripts.*` import gets a ty: ignore since it resolves via
sys.path at runtime, not as an installed package.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-03 15:44:59 +02:00
Chris CoutinhoandClaude Opus 4.8 b10ce15032 fix: address PR #836 round-3 review (lock-key invariant, single open)
🟡 Document the _doc_queueing_lock ":" delimiter invariant (user_id and the
   controlled doc_type enum are colon-free, so the key is collision-safe; a
   future doc_type with ":" must not be added).
🟡 API pod no longer opens the procrastinate connector twice on startup: add
   ProcrastinateTaskProducer.ensure_schema() (applies the schema on the
   already-open pool) and have both lifespan branches build the producer then
   ensure_schema — one open/close cycle, matching the worker. build_producer now
   returns the concrete producer type.
🟢 Document in ports.py that a long-lived-connection producer may optionally
   provide drain() (lifespan probes via getattr).
🟢 Add a unit test that a non-credential pipeline error propagates (for
   procrastinate's RetryStrategy) and still closes the client via finally.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-03 15:32:16 +02:00
Chris CoutinhoandClaude Opus 4.8 820b98dac1 fix: address PR #836 round-2 review (connect/timeout/observability)
🟡 Document why ProcrastinateTaskProducer.connect() uses `await app.open_async()`
   (AwaitableContext: await opens a long-lived pool, closed by drain()) and add a
   connect()/drain() lifecycle unit test (InMemoryConnector) asserting the pool is
   opened by connect and closed by drain — previously untested.
🟡 get_procrastinate_conninfo: forward connect_timeout from DATABASE_URL or
   default 10s so an unreachable DB can't hang worker/API startup indefinitely;
   warn only on other dropped query params. + tests.
🟢 INGEST_DELETE_SUCCEEDED_JOBS (default true) makes the worker's succeeded-job
   deletion configurable for audit retention.
🟢 Worker startup logs via logger.info (structured/OTel) instead of click.echo.
🟢 INGEST_STALLED_JOB_SECONDS (default 300) makes the crash-reclaim threshold
   tunable for slow embedding backends; reclaim reads it per-run.

The broad `except` in _apply_ingest_queue_schema_open is kept deliberately:
procrastinate wraps psycopg errors, so narrowing to psycopg.errors.* would miss
the wrapped DDL-conflict and turn a benign concurrent-apply race into a failure;
the presence re-check re-raises genuine errors.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-03 15:21:50 +02:00
Chris CoutinhoandClaude Opus 4.8 9c0c6a0c50 fix(search): cap path_prefixes server-side; unify Iterable typing
Round 3 review follow-ups:
- Enforce the folder cap (MAX_PATH_PREFIXES=20) inside normalize_path_prefixes
  so the REST/viz endpoints are bounded too, not just the MCP tool's Field
  and the PHP client. Single server-side enforcement point; the MCP tool's
  Field(max_length=...) now references the same constant.
- Widen the SearchAlgorithm ABC and both concrete implementations'
  path_prefixes param to Iterable[str] | None, matching the widening of
  build_base_filter_conditions from the prior round.
- Add a normalize_path_prefixes cap test.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-03 13:18:52 +02:00
Chris CoutinhoandClaude Opus 4.8 ea108140ab fix(search): cap path_prefixes at the MCP tool; widen path filter tests
Round 2 review follow-ups:
- Add Field(max_length=20) to the nc_semantic_search path_prefixes param so
  an LLM client can't build an unbounded OR-filter (mirrors the cap the
  Astrolabe PHP controller applies on the UI path).
- Note in normalize_path_prefixes that the two-pass collect-then-strip is
  deliberate (the `if path_prefix:` guard is truthy for whitespace-only
  input; the strip pass is what drops it).
- Tests: exercise build_base_filter_conditions with 3 folders (guards the
  list comprehension) and parametrize the no-path case over None, empty
  list, and blank-only inputs.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-03 13:10:14 +02:00
Chris CoutinhoandClaude Opus 4.8 cd243ed6c3 fix(search): address review feedback on multi-folder path filter
- visualization.py: drop the CSV string-split branch. The Astrolabe PHP
  client sends path_prefixes as a JSON array, so only a list is accepted;
  any other shape is ignored rather than comma-split (which would corrupt
  folder names containing commas).
- viz_routes.py: split the path_prefixes query param on newline (a comma
  is a valid POSIX path char; a newline is not) and pass None instead of
  [""] when the param is absent.
- access_filter.py: widen build_base_filter_conditions' path_prefixes to
  Iterable[str] for consistency with normalize_path_prefixes.
- ADR-027: document the newline delimiter (frontend/viz route) and JSON
  array (PHP->MCP body), and the PHP-side cap on list width.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-03 13:03:42 +02:00
Chris CoutinhoandClaude Opus 4.8 de6c4b360d feat(search): support multiple folders in the semantic-search path filter
Extend the ADR-027 Phase 2 path filter from a single path_prefix to a
list of folders. The new normalize_path_prefixes() helper is the single
source of truth for trimming, dropping blanks, and de-duplicating, and
folds the legacy single path_prefix into the list for backward
compatibility.

build_base_filter_conditions() adds one MatchText to the must clause for
a single folder (unchanged shape) and OR-s multiple folders via a nested
Filter(should=[...]) so a file under any selected folder matches while
still AND-ing against the ACL/doc_type/date conditions.

path_prefixes is threaded through every search surface: the
nc_semantic_search MCP tool, the visualization API (JSON body), and the
viz route (CSV query param). The Astrolabe frontend folder picker that
produces these lists ships in a companion astrolabe PR.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-03 12:51:37 +02:00
Chris CoutinhoandClaude Opus 4.8 cfdef3c2c5 fix: address PR #836 review — forward task_producer to MCP contexts + cleanups
🔴 nc_get_vector_sync_status reported pending=0 for INGEST_QUEUE=postgres: the
AppContext/OAuthAppContext per-session yields snapshotted the stream fields but
never forwarded task_producer, so lifespan_ctx.task_producer was always None.
Convert task_producer to a @property that reads _vector_sync_state live (like
eviction_task_group), removing the snapshot field so the yields can't drop it.
Add a regression test pinning the contract on both contexts.

🟡 Remove the unused _RECLAIM_TASK_NAME constant.
🟡 get_procrastinate_conninfo: warn + document that DATABASE_URL query params
   (application_name, connect_timeout, …) are dropped.
🟡 worker: open the procrastinate App once — apply_ingest_queue_schema gains
   manage_connection=False so the worker reuses its own open connector instead
   of a redundant open/close before run_worker_async.

🟢 Clarify the apply-schema broad-except comment (non-race errors re-raise) and
   document the deliberate Any typing in ingest_status.get_ingest_pending.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-03 12:40:50 +02:00
Chris CoutinhoandClaude Opus 4.8 21b7922bac feat: replace NATS ingest with procrastinate Postgres queue (#183)
Re-architect document ingest from the shared NATS-glued document-processor to a
per-tenant, in-process model owned by nextcloud-mcp-server (Deck #183). The MCP
server now owns both sides of ingest:

- Producer (api role): the scanner defers one job per changed document into the
  app's Postgres via procrastinate (queueing_lock dedup; no execution lock, so a
  crashed worker can't deadlock a doc — Qdrant upserts are idempotent).
- Consumer (worker role): `nextcloud-mcp-server worker` drains the queue and runs
  the existing process_document pipeline; a periodic task reclaims jobs orphaned
  in `doing` by a crash.

INGEST_QUEUE selects the transport (auto: postgres when DATABASE_URL is Postgres,
else the in-process anyio queue for SQLite/dev). procrastinate manages its own
tables (applied on a fresh DB at startup and by `db upgrade`). The vector-sync
status surface reads job counts from Postgres in postgres mode. procrastinate +
psycopg3 ship in the [postgres] extra; the app's own engine still uses asyncpg
(driver unification is a follow-up handled in the rendered Helm chart).

NATS JetStream, the Postgres-queue stub, the bus status subscriber, and nats-py
are removed.

BREAKING CHANGE: the external-NATS-ingest env vars are removed
(INGEST_MODE, STATUS_BACKEND, INGEST_BUS_URL, INGEST_BUS_NUM_REPLICAS,
FACT_EVENT_EMITTER). Use INGEST_QUEUE (memory|postgres) and the `worker`
command instead. TENANT_ID is retained (no longer NATS-subject-charset-validated).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-03 04:11:11 +02:00
Chris CoutinhoandGitHub d561b350d1 Merge pull request #831 from cbcoutinho/feat/document-pipeline-observability
feat(observability): astrolabe_* metrics + traces for the document pipeline
2026-06-03 02:08:46 +02:00
Chris CoutinhoandClaude Opus 4.8 b779627fa6 fix(observability): address third review round
Remaining items from the PR #831 Claude review:

- processor span symmetry: add "vector_sync.total_chars" to the sparse
  embedding span (already on the dense span) and drop the redundant
  "embedding.batch_size" attribute from both spans — it always equalled
  vector_sync.chunk_count and would mislead once batching is split.
- metrics: document the deliberate "throughput counts only on full success"
  contract in record_document_parse (partial extractions flagged
  success=False are counted as a parse-error but never inflate
  pages/chars/bytes throughput).
- config: extract _detect_base_provider() -> (family, model) as the single
  source of truth for the provider-detection priority chain, shared by
  get_embedding_model_name() and get_embedding_provider_family(). Preserves
  the intentional gateway asymmetry (only the family method short-circuits).
- base.py: Optional[...] -> PEP 604 `... | None`; drop now-unused import.

Behavior unchanged (get_embedding_* outputs covered by test_config.py).

Refs Deck #175, PR #831.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-03 02:01:28 +02:00
Chris CoutinhoandGitHub 9adbf9e8a5 Merge pull request #834 from cbcoutinho/fix/verify-on-read-tag-gate
fix(search): gate verify-on-read file results on vector-index tag membership
2026-06-03 02:00:34 +02:00
Chris CoutinhoandClaude Opus 4.8 ab128bef5b feat(search): ADR-027 Phase 2 — file-path filter
Add a path_prefix filter to semantic search, honoured on both the MCP tool and
the dense-only visualization/API paths through the shared filter contract.

- build_base_filter_conditions: append FieldCondition(file_path,
  MatchText(path_prefix)) when set. file_path is only on doc_type == "file"
  points, so a non-empty path_prefix implicitly restricts to files.
- Promote path_prefix to an explicit keyword param on the SearchAlgorithm ABC
  and both algorithms; thread it through nc_semantic_search (blank ⇒ no filter),
  the /api/v1 search endpoints, and the viz route.
- Add a file_path TEXT payload index to _PAYLOAD_INDEX_FIELDS (no content
  re-index; idempotent startup migration). MatchText tokenizes on server Qdrant
  and matches by substring on local/embedded qdrant-client — both serve folder
  scoping.
- Update ADR-027 (Phase 2 implemented; readiness table; semantics note). Tests.

Refs ADR-027 Phase 2. Deck #177.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-03 00:51:12 +02:00
Chris CoutinhoandClaude Opus 4.8 c2c8dc1a08 feat(search): ADR-027 Phase 1 — modified-date range filter
Add a modified_after/modified_before date-range filter to semantic search,
honoured on both the MCP tool path (BM25HybridSearchAlgorithm) and the
dense-only visualization/API path (SemanticSearchAlgorithm) through one shared
contract.

- Promote modified_after/modified_before to explicit keyword params on the
  SearchAlgorithm ABC and both concrete algorithms; factor the shared
  placeholder+ownership+doc_type+date filter into
  access_filter.build_base_filter_conditions so new filters land in one place.
- nc_semantic_search: accept RFC 3339 / ISO 8601 (or Unix seconds) bounds via
  utils.validation.parse_modified_timestamp; Annotated/Field constraints on the
  numeric args; explicit McpError guard for after > before. Thread the parsed
  bounds through the cross-app and per-doc_type dispatch.
- /api/v1 search endpoints + viz route parse the same formats and 400 on bad or
  inverted ranges.
- Add a modified_at INTEGER payload index to _PAYLOAD_INDEX_FIELDS; the
  idempotent _ensure_payload_indexes() startup path migrates existing
  collections with no content re-index.
- Update ADR-027 to resolve the review feedback (validation placement, shared
  algorithm contract, deferral of nc_semantic_search_answer, payload index,
  RFC-3339-at-the-boundary rationale). Add unit tests.

Refs ADR-027. Deck #177.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-03 00:35:20 +02:00
Chris CoutinhoandClaude Opus 4.8 b736bf199b perf(search): skip exclusion lookup on empty tag set; fix semaphore comment
Address the two important findings from the claude bot's latest re-review:

- _verify_files: skip get_excluded_file_paths entirely when the tag REPORT
  returns no files. An empty `tagged` yields an empty `tagged_ids` regardless
  of exclusions, so the lookup's 2xlen(EXCLUDED_TAGS) WebDAV fan-out is wasted
  work in the common "this tag matched nothing" case. The per-result loop still
  runs, so malformed doc_ids are still kept (fail-open) — pinned by a new test
  (test_verify_files_empty_tag_set_skips_exclusion_lookup), which also asserts
  the exclusion lookup is never awaited.
- Rewrite the semaphore comment: it claimed "the slot bounds them", but the slot
  only caps concurrent *searches* — get_excluded_file_paths internally spawns a
  task group issuing 2xlen(EXCLUDED_TAGS) concurrent WebDAV calls, so live
  Nextcloud connections can exceed VERIFICATION_CONCURRENCY. Comment now says so
  and points at configuration.md.

The third 🟡 (sequential dir expansion in find_files_by_tag) is pre-existing and
flagged by the reviewer as a follow-up, not part of this PR.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-03 00:23:55 +02:00
Chris CoutinhoandClaude Opus 4.8 8cae7d1708 fix(search): address PR #834 review findings
Resolve the latest PR-review comment on the verify-on-read tag-gate work:

- tests: stringify note IDs in test_verify_on_read.py so SearchResult.id
  matches production (scanner stringifies all IDs on write) — helper and the
  keeps/deleted/mixed/dedupe assertions (blocking).
- tests: make the unshared-file negative control a PDF so the drop is
  unambiguously "unshared", not a mime_type_filter mismatch.
- config: add Validator("VECTOR_SYNC_PDF_TAG", len_min=1) — an empty tag name
  would make find_files_by_tag("") misbehave in the verifier and scanner.
- verification: correct the _verify_files comment — two batch fetches (tag
  REPORT + EXCLUDED_TAGS lookup) are held under one semaphore slot; the
  pure-Python intersection runs outside it.
- tests: de-duplicate the minimal-PDF constant into a shared PDF_BYTES in
  tests/integration/conftest.py, imported by both integration modules.

Verified: ruff/format/ty/unit all green; the two integration modules
(10 tests) pass against a local Nextcloud (app-only, no MCP profile needed).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-02 23:09:46 +02:00
Chris CoutinhoandClaude Opus 4.8 d4dbf01b0a fix(search): gate verify-on-read file results on vector-index tag membership
Verify-on-read only checked file *accessibility* (file_accessible_by_id),
never tag membership, so a file removed from the `vector-index` tag (but
still readable) kept surfacing in semantic search, and stale points only
got evicted when they happened to rank in a search's top-K.

Rework `_verify_files` to gate on current `vector-index` tag membership via
a single batch `find_files_by_tag(tag, mime_type_filter="application/pdf")`
REPORT per search (plus a one-shot EXCLUDED_TAGS lookup for exclusion-wins
parity) — exactly what the scanner indexes. A file is kept iff it is in that
set, so untagged / deleted / excluded files drop out immediately and the
existing eviction wiring reclaims their Qdrant points. The gate is strict
for all file results, own and shared. Mirrors the batch-fetch-and-intersect
shape of `_verify_news_items` (one semaphore slot, fail-open on fetch error,
malformed-id keep).

- Promote the tag name to a `vector_sync_pdf_tag` Settings field (dynaconf
  env mapping VECTOR_SYNC_PDF_TAG) used by both scanner and verifier;
  drop the scanner's direct os.getenv.
- Expose `find_files_by_tag` on NextcloudClientProtocol.
- Rewrite the file-verifier unit tests (tagged/untagged/deleted/excluded/
  fail-open/non-numeric); update the ACL + verify-on-read integration tests
  to seed tagged PDFs.
- Amend ADR-019 and the configuration.md verify-on-read latency budget.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-02 21:14:44 +02:00
Chris CoutinhoandClaude Opus 4.8 68c9e20636 fix(observability): address second review round
- Failed deletes no longer bump astrolabe_documents_indexed_total: the outer
  except in process_document now gates doc_type on operation != "delete", so a
  delete error is counted as processed-error but not as an indexing event.
  Added test_failed_delete_is_processed_but_not_indexed.
- registry parse span: pass record_exception=True explicitly (matches
  instrument_tool) and add a structured logger.warning on the parse-error path
  (processor/tier/byte_size/duration_ms) for a Loki-aggregatable failed-parse
  signal.
- test_error_does_not_increment_throughput: snapshot-before/delta pattern
  instead of absolute 0.0 (counters are global singletons).
- config: document the deliberate gateway asymmetry between
  get_embedding_model_name() (no gateway branch) and
  get_embedding_provider_family() (short-circuits on gateway).
- Cleanup in touched scope: narrow `except (HTTPStatusError, Exception)` to
  `except Exception` (drop now-unused import); convert registry signatures from
  Optional[...] to `... | None`.

Refs Deck #175, PR #831.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-02 21:09:50 +02:00
Chris CoutinhoandClaude Opus 4.8 2e49e442f4 fix(observability): address PR review + SonarCloud findings
Reviewer findings:
- Fix double-count of exhausted-retry failures: the inner final-retry branch
  and the outer except both recorded a processing error. Consolidate to the
  outer handler (single call site); inner branch keeps only the Qdrant-upsert
  error metric. Regression test added.
- Deletes are no longer counted as indexing events: the delete success path
  drops doc_type so astrolabe_documents_indexed_total is not inflated.
  Regression test added.
- Reuse the already-resolved `settings` in _index_document instead of a second
  get_settings() call.
- Use explicit `> 0` guards in record_document_parse / record_embedding instead
  of truthiness checks.

SonarCloud:
- S1244 (BUG): replace float `==` equality in metric tests with pytest.approx.
- S5332 (hotspot): use https in the gateway-URL test fixture.
- S1192: extract the repeated "vector_sync.chunk_count" span-attribute literal
  into a module constant.

Review nit: move the duplicated `_sample` test helper into a shared
`metric_sample` fixture in tests/unit/conftest.py.

Refs Deck #175, PR #831.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-02 18:15:50 +02:00
Chris CoutinhoandClaude Opus 4.8 5d205fcaab feat(observability): astrolabe_* metrics + traces for the document pipeline
Make per-tier bottlenecks in the document-processing pipeline
(scan -> fetch -> parse -> chunk -> embed -> Qdrant upsert) visible via
metrics, traces, and structured logs. Today the document_processors layer
emits only a logger.info line: no metric, no span, and page counts live only
inside a log string. The single processing-duration histogram is unlabeled and
whole-document, so it cannot isolate parse vs embed vs upsert.

New astrolabe_* metric family (distinct from the mcp_* protocol metrics):
- astrolabe_document_parse_{duration_seconds,total} + pages/chars/bytes counters
  recorded at the ProcessorRegistry.process() boundary (covers all current and
  future processors uniformly)
- astrolabe_document_escalation_total (dormant; tiered-pipeline readiness)
- astrolabe_embedding_{duration_seconds,requests_total,chunks_total,chars_total}
- astrolabe_document_chunks_total, astrolabe_documents_indexed_total{source,status}

Tracing: new document_processor.parse child span + enriched embed/chunk span
attributes (provider/model/batch_size/chunk_count). Structured logs gain a
consistent field vocabulary (doc_id, doc_type, processor, tier, pages, chars,
byte_size, chunks, duration_ms, status) so Loki can aggregate without regex.

Tier-readiness: processor/tier are labels from day one and a tier property is
added to DocumentProcessor, so adding docling/OCR/LLM tiers later is additive
(new label values, never new metrics). Tenant comes from the kube namespace
label; mime_type/model are span attributes only (cardinality). Existing
mcp_vector_sync_*/mcp_qdrant_* are left untouched.

Refs Deck #175 (superset of #173 Phase 2). Dashboard/recording-rules follow-up
tracked on #175 for homelab-argocd.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-02 17:46:20 +02:00
Chris CoutinhoandGitHub 7579bc73cc Merge pull request #826 from cbcoutinho/feat/deck-compact-retrieval
feat(deck): compact card/comment retrieval (summaries, filters, board overview)
2026-06-01 17:56:54 +02:00
Chris CoutinhoandClaude Opus 4.8 d2da195172 refactor(deck): address PR #826 review feedback
- Modernize the new models (DeckCardSummary, DeckCommentSummary,
  StackOverview, BoardOverviewResponse + the loosened unions) to PEP 604
  syntax (list[...] / X | None), per CLAUDE.md.
- Make status="done" exclude archived cards so open/done/archived partition
  the board with no overlap (a done+archived card is reported only as
  "archived"); document the semantics in docstrings and docs/deck.md, add a
  partition unit test.
- deck_get_archived_stacks: pass through label/assigned_to filters (status
  stays archived-only by definition); note the limitation in the docstring.
- Rename _validate_description_max_length → _validate_positive_length (now a
  generic positive-length guard).
- Soften deck_get_board_overview docstring: it views board state and omits
  the ACL/user/label-management fields deck_get_board exposes.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-01 17:40:46 +02:00
Chris CoutinhoandClaude Opus 4.8 4f170d32cb fix(embedding): normalize gateway base_url to the /v1 base path
EMBEDDING_GATEWAY_URL is configured as a bare origin (scheme://host:port) —
the deployment's Service URL. GatewayProvider now appends the gateway's /v1
base path before handing the URL to the OpenAI SDK, so both embed posts
({base}/embeddings) and dimension discovery ({base}/models) land under /v1.
Idempotent: a URL already ending in /v1 is left unchanged.

This lets EMBEDDING_GATEWAY_URL stay a bare domain (matching the gitops
Service URLs) instead of requiring a hand-appended /v1.

Also align the `embedding_gateway_model` field default with _DEFAULTS
("mistral/mistral-embed"). The gateway catalog is provider-namespaced, and
_detect_dimension matches `entry.id == embedding_model`; the stale
un-namespaced default would silently miss the catalog entry and leave the
dimension unresolved (re-triggering the external-mode startup crash).

Tests: bare / trailing-slash / idempotent normalization + a bare-origin
discovery test asserting /v1/models. 16 gateway-provider tests pass;
providers + vector suites green (129 total); ruff clean.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-01 17:39:23 +02:00
Chris CoutinhoandClaude Opus 4.8 b11103064c feat(deck): compact card/comment retrieval (summaries, filters, board overview)
Deck read tools returned too many tokens to be usable as boards grow — even
deck_get_stacks(description_max_length=1) exceeded the MCP token limit because
every card was fully serialized in list views.

- Add compact projection models (DeckCardSummary, DeckCommentSummary,
  StackOverview, BoardOverviewResponse) and a uniform detail="summary"|"full"
  knob (summary default) on deck_get_cards / get_stacks / get_stack /
  get_archived_stacks.
- Add pre-serialization filtering: status (open/done/archived/all), label,
  assigned_to.
- Add deck_get_board_overview: board title + label legend + stacks with
  compact card rows + counts in a single call.
- Compact comments: detail / message_max_length / newest-first order on
  deck_get_card_comments.
- Docs + unit/integration tests.

BREAKING CHANGE: deck list tools now default to detail="summary" and
status="open". The include_archived_cards parameter is replaced by status
(use status="all" to include archived cards); pass detail="full" to restore
the previous per-card shape.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-01 16:17:46 +02:00
Chris CoutinhoandGitHub 469a84df4b Merge pull request #823 from cbcoutinho/feat/gateway-dimension-discovery
feat(embedding): gateway provider discovers dimension via GET /v1/models
2026-06-01 16:10:04 +02:00